数据包络分析中的全球规模效率

IF 3.1 4区 管理学 Q2 MANAGEMENT
Juan Aparicio, Daniel Santín
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引用次数: 0

摘要

在评估规模效率(SE)的领域中,规模效率往往是作为企业特有的现象来计算的,而不是与所评估技术的整个前沿形状相关联。这种情况可能会导致有关整个前沿表现出的规模收益(RTS)的结论不准确,因为它们可能会因观测点的位置而产生偏差。本文针对这一缺陷,定义了全局 SE 的概念,即在 RTS 不变和可变的情况下,通过对单位超立方体内随机生成的合成观测数据与技术进行投影来衡量全局 SE。通过我们的方法,可以将每个企业的局部 SE 与在生产前沿显示类似 RTS 的生产点的全球预期百分比进行比较。该方法通过一个数字示例进行说明,并应用于西班牙的一组医院。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Global scale efficiency in data envelopment analysis
In the realm of assessing scale efficiency (SE), it tends to be computed as a firm‐specific phenomenon rather than something associated with the whole shape of the frontier of the technology under evaluation. This circumstance may lead to inaccuracies in the conclusions drawn regarding the returns to scale (RTS) exhibited across the entire frontiers since they can be biased by the location of the observations. This paper addresses this gap by defining the notion of global SE measured through projecting synthetic observations randomly generated within a unit‐hypercube against the technologies under constant and variable RTS. Our approach enables the comparison of the local SE exhibited by each firm in relation to the global expected percentage of production points that display a similar type of RTS across the production frontier. The approach is illustrated through a numerical example and applied to a set of hospitals in Spain.
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来源期刊
International Transactions in Operational Research
International Transactions in Operational Research OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
7.80
自引率
12.90%
发文量
146
审稿时长
>12 weeks
期刊介绍: International Transactions in Operational Research (ITOR) aims to advance the understanding and practice of Operational Research (OR) and Management Science internationally. Its scope includes: International problems, such as those of fisheries management, environmental issues, and global competitiveness International work done by major OR figures Studies of worldwide interest from nations with emerging OR communities National or regional OR work which has the potential for application in other nations Technical developments of international interest Specific organizational examples that can be applied in other countries National and international presentations of transnational interest Broadly relevant professional issues, such as those of ethics and practice Applications relevant to global industries, such as operations management, manufacturing, and logistics.
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